人工智能技术赋能专业体育院校游泳教学的应用场景与实践路径

Application Scenarios and Practical Paths of Artificial Intelligence Technology Enabling Swimming Teaching in Professional Sports Colleges

摘要: 随着人工智能技术在教育领域的深度渗透，专业体育院校游泳教学面临技术革新与模式升级的重要机遇。本文以人工智能技术与游泳教学的融合为核心，通过梳理人工智能技术核心概念及教学应用进展，结合专业体育院校游泳教学的特点与现状，系统分析智能化教学平台与工具、运动技能识别与评估、个性化训练与辅导方案生成、智能体育赛事分析与预测四大应用场景，并从技术研发、投入模式、教师能力、场地设施四个维度提出实践路径，旨在为提升专业体育院校游泳教学质量、推动体育教育智能化转型提供理论参考与实践指引。

Abstract: With the deep integration of artificial intelligence (AI) technology in education, specialized sports colleges face significant opportunities for technological innovation and pedagogical upgrades in swimming instruction. This paper focuses on the integration of AI technology with swimming education. By examining core concepts of AI and its teaching applications, while considering the characteristics and current status of swimming education in specialized sports colleges, we systematically analyze four key application scenarios: intelligent teaching platforms and tools, sports skill recognition and evaluation, personalized training and coaching plan generation, and smart sports event analysis and prediction. Practical pathways are proposed from four dimensions: technology development, investment models, teacher competency, and facility infrastructure. The study aims to provide theoretical references and practical guidance for enhancing swimming education quality and promoting the intelligent transformation of sports education in specialized sports colleges.